| Paper | Code | F1-Measure | Precision | Recall | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Packed Levitated Marker for Entity and Relation Extraction | ✓ Link | 70.9 | 71.2 | 70.6 | PL-Marker | 2021-09-13 |
| Parallel Instance Query Network for Named Entity Recognition | ✓ Link | 69.67 | 70.16 | 69.18 | PIQN | 2022-03-20 |
| NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data | ✓ Link | 69.4 | 67.8 | 71.1 | NuNER | 2024-02-23 |
| Parallel Instance Query Network for Named Entity Recognition | ✓ Link | 68.23 | 67.37 | 69.12 | Sequence-to-Set | 2022-03-20 |
| Parallel Instance Query Network for Named Entity Recognition | ✓ Link | 67.64 | 64.69 | 70.87 | Locate and Label | 2022-03-20 |
| Few-NERD: A Few-Shot Named Entity Recognition Dataset | ✓ Link | 67.13 | 65.56 | 68.78 | BERT-Tagger | 2021-05-16 |